| Primary function | Enterprise CRM of record + custom workflow engine | Autonomous system that fills the pipeline before it hits the CRM |
| Admin burden | Typically requires a dedicated admin or certified partner | Zero config — free tier ships useful campaigns on sign-up |
| Creative + outbound | None — depends on Marketing Cloud or third-party tools | AI writes copy, produces video, ships multi-channel outbound |
| Pricing model | Per-seat, per-tier — can exceed $500/user/month | Flat platform tiers; free tier available |
| Time to value | Weeks to months (implementation + admin setup) | Minutes on the free tier; hours on paid tiers |